Free‐breathing self‐gated 4D lung MRI using wave‐CAIPI
| Autor: | Thorsten A. Bley, Tobias Wech, Herbert Köstler, Julian A. J. Richter, Manuel Stich, Kathrin Breuer, Andreas Max Weng, Stefan Weick |
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| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
Image quality
Imaging phantom 030218 nuclear medicine & medical imaging 03 medical and health sciences 0302 clinical medicine Imaging Three-Dimensional Sampling (signal processing) Aliasing Conjugate gradient method Humans Radiology Nuclear Medicine and imaging Computer vision ddc:610 Root-mean-square deviation Lung Mathematics Retrospective Studies Artifact (error) business.industry Phantoms Imaging Magnetic Resonance Imaging Undersampling Artificial intelligence business Artifacts 030217 neurology & neurosurgery |
| Popis: | Purpose The aim of this study was to compare the wave‐CAIPI (controlled aliasing in parallel imaging) trajectory to the Cartesian sampling for accelerated free‐breathing 4D lung MRI. Methods The wave‐CAIPI k‐space trajectory was implemented in a respiratory self‐gated 3D spoiled gradient echo pulse sequence. Trajectory correction applying the gradient system transfer function was used, and images were reconstructed using an iterative conjugate gradient SENSE (CG SENSE) algorithm. Five healthy volunteers and one patient with squamous cell carcinoma in the lung were examined on a clinical 3T scanner, using both sampling schemes. For quantitative comparison of wave‐CAIPI and standard Cartesian imaging, the normalized mutual information and the RMS error between retrospectively accelerated acquisitions and their respective references were calculated. The SNR ratios were investigated in a phantom study. Results The obtained normalized mutual information values indicate a lower information loss due to acceleration for the wave‐CAIPI approach. Average normalized mutual information values of the wave‐CAIPI acquisitions were 10% higher, compared with Cartesian sampling. Furthermore, the RMS error of the wave‐CAIPI technique was lower by 19% and the SNR was higher by 14%. Especially for short acquisition times (down to 1 minute), the undersampled Cartesian images showed an increased artifact level, compared with wave‐CAIPI. Conclusion The application of the wave‐CAIPI technique to 4D lung MRI reduces undersampling artifacts, in comparison to a Cartesian acquisition of the same scan time. The benefit of wave‐CAIPI sampling can therefore be traded for shorter examinations, or enhancing image quality of undersampled 4D lung acquisitions, keeping the scan time constant. |
| Databáze: | OpenAIRE |
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